Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "40" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 243 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 227 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_10838/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 21.08% | 2.151140 | -0.677221 | 0.007973 | 1.343509 | 0.213063 | -1.051770 | -0.224992 | 0.571496 | 0.7689 | 0.7615 | 0.2436 | 5.019465 | 4.747223 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 11.83% | 1.052328 | -0.596626 | -0.045422 | 2.219851 | -0.262333 | -0.800382 | -0.859277 | -0.508778 | 0.6911 | 0.6782 | 0.2264 | 2.527632 | 2.675266 |
| 2459592 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.622360 | 3.818806 | 38.318756 | 37.719403 | 29.245198 | 35.271501 | 0.800486 | 3.634136 | 0.6408 | 0.6544 | 0.4304 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 1.08% | 1.120515 | 0.392475 | 0.593469 | 2.562383 | 0.085457 | -0.672838 | -0.718151 | -0.153295 | 0.5941 | 0.5971 | 0.3358 | 1.709732 | 1.636814 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.706159 | 0.807076 | 0.814518 | 2.570392 | 0.511177 | -0.792883 | -0.478495 | 0.352857 | 0.5966 | 0.5962 | 0.3287 | 1.770965 | 1.687706 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 26.88% | 1.313843 | 0.684660 | 0.956772 | 2.429969 | -0.358389 | -0.677487 | -0.387360 | 0.348776 | 0.6702 | 0.6518 | 0.2459 | 2.649782 | 2.504749 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 8.06% | 1.352023 | -0.913120 | -0.096741 | 2.420686 | 0.056208 | -1.053926 | -0.733940 | -0.308202 | 0.7469 | 0.7233 | 0.2112 | 5.543415 | 4.415483 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 1.459078 | 0.453531 | -0.199230 | 2.161337 | -23.333991 | -23.858603 | -4.675000 | -4.393628 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.370068 | 2.685420 | 3.854223 | 2.611197 | 6.021315 | 6.519948 | 1.051257 | 0.134390 | 0.6072 | 0.6124 | 0.3180 | 5.052610 | 4.773398 |
| 2459585 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 36.522800 | 36.756315 | 13.968751 | 14.500300 | 2.999970 | 4.193927 | 5.619626 | 7.732691 | 0.5817 | 0.5841 | 0.3365 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.299302 | 3.966288 | 1.363871 | 6.673118 | 11.997854 | 36.835626 | 30.593529 | 32.971863 | 0.5578 | 0.5574 | 0.3301 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.626746 | 1.332934 | 2.620659 | 9.840195 | 0.339707 | -0.250666 | -0.606158 | -0.162341 | 0.5998 | 0.5919 | 0.3456 | 6.041297 | 5.886039 |
| 2459582 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.553872 | 1.282690 | 2.311823 | 9.074191 | 0.104479 | -0.291913 | -0.601790 | -0.170408 | 0.5901 | 0.5791 | 0.3485 | 4.351876 | 4.013045 |
| 2459581 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.265429 | 1.922647 | 3.200159 | 9.820327 | 0.018129 | -0.287412 | -0.418630 | 0.335036 | 0.6092 | 0.6000 | 0.3434 | 5.645339 | 4.544934 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.725183 | 1.429295 | 2.669935 | 10.152204 | 0.405735 | -0.344977 | -0.834975 | 0.618421 | 0.6021 | 0.6006 | 0.3415 | 7.401908 | 6.517217 |
| 2459579 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.798475 | 1.672385 | 3.366246 | 12.087288 | 0.090886 | -0.363792 | -0.152087 | 0.211594 | 0.5962 | 0.5935 | 0.3448 | 6.263473 | 4.830302 |
| 2459578 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.521947 | 4.902935 | 18.219838 | 13.766438 | 37.301555 | 57.387994 | 28.708846 | 61.529230 | 0.6686 | 0.6768 | 0.4461 | nan | nan |
| 2459577 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.945086 | 1.764153 | 2.852815 | 9.315018 | 0.499770 | -0.035524 | -0.564440 | 0.568538 | 0.6069 | 0.6023 | 0.3399 | 6.071772 | 4.716928 |
| 2459576 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.935168 | 1.620334 | 2.421259 | 7.630543 | 0.892136 | 1.674824 | -0.046693 | 1.048528 | 0.6131 | 0.6079 | 0.3458 | 6.036808 | 5.142641 |
| 2459575 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.902757 | 1.371828 | 2.000225 | 7.231227 | 1.330752 | 0.998094 | -0.383897 | -0.030876 | 0.6175 | 0.6119 | 0.3397 | 4.624478 | 4.040501 |
| 2459573 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.139924 | 1.281238 | 3.368760 | 12.451816 | -0.023810 | -0.260182 | -0.411591 | 0.291067 | 0.6077 | 0.6008 | 0.3507 | 8.591959 | 1.978826 |
| 2459572 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.861153 | 1.372745 | 2.035814 | 7.256126 | 0.188628 | -0.059775 | 0.314701 | 0.661336 | 0.6114 | 0.6056 | 0.3475 | 5.319530 | 4.666660 |
| 2459571 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.775034 | 4.693406 | 19.876840 | 15.353280 | 101.294709 | 120.041918 | 49.326737 | 115.066746 | 0.6224 | 0.6270 | 0.3750 | nan | nan |
| 2459570 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.41% | 0.00% | -1.068338 | -1.643548 | -0.959156 | -1.910697 | -1.007441 | -1.247972 | -1.024313 | -0.346174 | 0.6149 | 0.6268 | 0.3309 | 1.365955 | 1.128799 |
| 2459569 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.278174 | 1.231385 | 2.482652 | 8.344523 | 2.949118 | 10.575774 | 2.451735 | 11.827038 | 0.7298 | 0.7224 | 0.2011 | 5.336448 | 4.638694 |
| 2459566 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.595572 | 1.160270 | 2.873351 | 9.399678 | 0.117838 | -0.039829 | -0.747398 | -0.369274 | 0.6014 | 0.5986 | 0.3649 | 0.000000 | 0.000000 |
| 2459565 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 133213.299939 | 176678.033537 | 3975161.137843 | 2933821.074001 | nan | nan | -5.052525 | -5.052525 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 6.36% | 0.338082 | -1.101036 | -0.304784 | -4.266284 | -1.214052 | -2.084892 | -1.500497 | 0.085062 | 0.6263 | 0.6283 | 0.3474 | 2.271116 | 1.829825 |
| 2459563 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.757788 | 0.842955 | 17.607697 | 9.378994 | 9.205975 | 4.119896 | -1.473412 | 0.988282 | 0.6103 | 0.6128 | 0.3570 | 1.884494 | 1.971888 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | -0.286586 | -1.244119 | -0.604612 | -2.556831 | -1.962162 | -1.860760 | -1.220821 | -0.650669 | 0.6175 | 0.6251 | 0.3521 | 1.645476 | 1.520162 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 11.89% | 0.352241 | -1.016611 | -0.000863 | -2.128332 | -1.268658 | -1.822965 | -2.005666 | -1.497221 | 0.6262 | 0.6364 | 0.3515 | 1.434850 | 1.395444 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 4.32% | -0.100862 | -1.069298 | -0.431962 | -2.306196 | -0.960408 | -1.431891 | -1.333514 | -0.944541 | 0.6038 | 0.6093 | 0.3663 | 1.489795 | 1.385687 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 61.29% | 0.281213 | -1.079129 | 0.052038 | -1.924377 | -0.622021 | -1.961369 | -1.384452 | -0.733142 | 0.6260 | 0.6347 | 0.3422 | 2.885256 | 2.712557 |
| 2459558 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459557 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7601 | 0.7621 | 0.3483 | nan | nan |
| 2459556 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.990293 | 0.964379 | 9.907332 | 4.610407 | 8.609301 | 2.227125 | -3.166116 | -1.573451 | 0.6286 | 0.6309 | 0.3425 | 5.648252 | 4.130019 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6115 | 0.6138 | 0.3579 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6253 | 0.6279 | 0.3500 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.501666 | 1.175567 | 12.769830 | 7.110792 | 12.641331 | 4.084070 | -0.208316 | -0.705388 | 0.6369 | 0.6368 | 0.3494 | 9.933660 | 10.041286 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 38.71% | 0.051131 | -0.881532 | -0.326383 | -2.541673 | -1.999778 | -2.676232 | -1.613969 | -1.033389 | 0.6269 | 0.6288 | 0.3426 | 2.283886 | 1.895454 |
| 2459550 | digital_ok | - | 38.71% | 38.71% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6254 | 0.6400 | 0.4109 | nan | nan |
| 2459549 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.547180 | 0.827022 | 9.377723 | 4.896974 | 8.957769 | 4.285752 | -1.919335 | -0.458192 | 0.6280 | 0.6304 | 0.3528 | 3.200110 | 2.762893 |
| 2459542 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.522983 | 1.055270 | 18.768851 | 10.511985 | -0.030869 | -0.267144 | -1.913161 | -1.259694 | 0.6886 | 0.6883 | 0.3220 | 4.567796 | 3.523666 |
| 2459541 | digital_ok | 100.00% | 1.34% | 1.34% | 0.00% | 100.00% | 0.00% | 3.079385 | 0.891552 | 11.555808 | 5.803896 | 7.094474 | 4.552638 | 3.313478 | 1.829419 | 0.6933 | 0.6881 | 0.2964 | 2.555149 | 2.316605 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 37.95% | 1.406992 | -0.277114 | 1.371734 | -0.995086 | -0.650839 | -2.791113 | -1.122928 | -1.179450 | 0.6946 | 0.6882 | 0.3173 | 1.988978 | 1.805500 |
| 2459536 | digital_ok | 100.00% | 37.06% | 37.06% | 0.00% | 100.00% | 0.00% | 4.733381 | 1.510214 | 15.236763 | 8.572305 | 13.164233 | 7.317326 | -2.882168 | -1.474989 | 0.4108 | 0.4072 | 0.2192 | 2.297596 | 2.003349 |
| 2459535 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.778248 | -0.566323 | 0.934633 | -0.996896 | -0.926434 | -2.558111 | -1.226430 | -0.692363 | 0.0511 | 0.0455 | 0.0053 | 1.202347 | 1.208735 |
| 2459534 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.238772 | -0.720381 | 0.090572 | -1.832325 | -1.410490 | -2.283505 | -1.403717 | -0.603540 | 0.0525 | 0.0477 | 0.0052 | 1.186928 | 1.193581 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.056729 | 0.915370 | 9.925237 | 5.127806 | 8.101739 | 3.243797 | -2.267788 | -1.306438 | 0.0471 | 0.0404 | 0.0027 | 1.198196 | 1.203147 |
| 2459532 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.754302 | 1.272387 | 12.924144 | 6.582415 | 9.416275 | 4.720723 | -1.926857 | -1.098487 | 0.0415 | 0.0387 | 0.0025 | 1.171892 | 1.178762 |
| 2459530 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.010082 | -1.007364 | -0.105639 | -1.919840 | -1.764505 | -2.596889 | -1.616679 | 1.195229 | 0.0474 | 0.0434 | 0.0050 | 1.205601 | 1.211995 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.534029 | 1.009278 | 10.799799 | 5.805570 | 19.155751 | 8.176265 | -1.782503 | 0.323794 | 0.9072 | 0.9354 | 0.2953 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 4.347653 | 1.400456 | 13.825712 | 7.795565 | 4.736816 | 6.318180 | -4.161047 | -2.408445 | nan | nan | nan | 5.566075 | 4.832278 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.138976 | 1.057991 | 12.843893 | 6.602979 | 2.735721 | 4.724647 | -2.487236 | 0.033559 | 0.7142 | 0.6781 | 0.3334 | 3.640673 | 3.602358 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.057139 | 5.358780 | 28.586458 | 26.707050 | 15.281119 | 38.553599 | 3.231017 | 17.677835 | 0.0462 | 0.0618 | 0.0046 | nan | nan |
| 2459508 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.717717 | 2.289878 | 8.716029 | 4.067879 | 8.557072 | 2.957325 | 7.725969 | 4.126083 | 0.0512 | 0.0413 | 0.0020 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 62.332001 | 102.797387 | 99.203673 | 115.319835 | 59.857432 | 147.203729 | 377.550618 | 910.581102 | 0.0078 | 0.0057 | 0.0033 | 1.095706 | 1.086673 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 1.457951 | 0.106773 | 1.457951 | -0.743321 | -0.037648 | -0.670376 | -0.974090 | -0.901919 | -0.290847 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 1.082294 | 0.206526 | 1.082294 | -0.218536 | 0.713080 | -0.968079 | -0.652113 | -1.513918 | 0.225745 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 0.845488 | -0.010653 | 0.844106 | -0.328713 | 0.845488 | -0.763631 | -0.855458 | -0.784424 | -0.359156 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 1.010178 | 1.010178 | 0.381883 | 0.354913 | -0.826156 | -0.498222 | -0.919611 | -0.170120 | -0.860702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.981262 | 0.244509 | 0.981262 | -0.886036 | 0.185915 | -0.923558 | -0.661709 | -0.551367 | 0.021300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 5.197655 | 1.230738 | 1.121388 | 3.400065 | 5.197655 | 0.147690 | 0.254361 | -0.764841 | -0.440238 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.052000 | 1.052000 | 0.866964 | 0.540726 | 0.183439 | 0.284895 | -0.044073 | 0.013884 | -0.001024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.429306 | 1.429306 | 1.085293 | 1.202881 | 0.317429 | 1.003001 | 0.354817 | 0.247059 | 0.163318 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.765664 | 0.208030 | 0.570076 | 0.603021 | 1.765664 | 0.962718 | 0.381404 | 0.176446 | 0.148214 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 3.972565 | 1.120820 | 0.477550 | 3.972565 | 1.065709 | 0.273296 | 0.670342 | -0.086937 | 0.065159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 3.169375 | 0.012869 | 0.836773 | 1.089723 | 2.977433 | -0.651641 | 3.169375 | 0.044048 | -0.985017 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 2.348468 | 0.798661 | 1.248194 | 1.567966 | 2.348468 | 1.584878 | 2.086853 | 0.232497 | 0.960910 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 0.894103 | 0.733877 | 0.798920 | 0.749967 | 0.894103 | 0.672260 | 0.887265 | 0.795091 | 0.516866 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 1.090720 | 1.088251 | 0.828177 | 1.028354 | 0.881896 | 0.746824 | 1.018980 | 1.090720 | 0.755560 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 0.971625 | 0.816722 | 0.808403 | 0.971625 | 0.823143 | 0.533343 | 0.786899 | -0.208353 | -0.178582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.253367 | 0.800724 | 0.923996 | 1.253367 | 1.249768 | -0.345152 | 0.223683 | -0.163449 | -0.086407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 1.806225 | 1.034081 | 0.903719 | 1.806225 | 1.503867 | 1.089784 | 0.784807 | 0.655471 | 0.346784 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.325580 | 1.082195 | 1.325580 | 1.034111 | 1.055395 | 1.105712 | 0.698323 | 0.670361 | 0.691826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.172343 | 1.172343 | 1.006327 | 0.949796 | 1.040577 | 0.150496 | 0.805000 | 0.428703 | 0.565498 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 2.394598 | 1.148447 | 1.375785 | 1.799796 | 2.178821 | -0.488682 | 2.394598 | 0.448775 | 0.512374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 1.238175 | 0.521135 | 0.211967 | 1.238175 | 0.797734 | -1.512412 | -0.608586 | -1.079663 | -0.650679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 2.018764 | 0.874273 | 1.307099 | 1.227452 | 2.018764 | -0.563365 | 0.424469 | 0.168565 | 1.584571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Discontinuties | 2.767907 | 1.106321 | 0.662001 | 1.574035 | 1.323466 | 1.875243 | -0.610419 | 2.767907 | 1.299354 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.893863 | 0.492413 | 0.893863 | 0.363357 | 0.532494 | 0.715352 | 0.631210 | 0.420946 | 0.293616 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.126751 | 0.729486 | 0.873759 | 0.880161 | 1.126751 | 0.597612 | -0.062684 | 0.186253 | 0.116363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.796818 | 0.419302 | 0.431214 | 0.778575 | 0.774802 | 0.557181 | 0.796818 | 0.169239 | 0.254684 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.062443 | 0.842681 | 0.952641 | 1.027701 | 0.971496 | 1.062443 | 0.980139 | 0.056722 | -0.152007 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.005817 | 0.494611 | 0.899899 | 0.817568 | 0.933992 | 1.005817 | 0.222995 | -0.007483 | -0.005627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.474749 | 1.474749 | 0.925494 | 1.289657 | 1.264538 | 0.995990 | 1.109708 | -0.071861 | 0.570829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 3.072159 | 1.086923 | 1.227696 | 3.072159 | 2.336945 | 3.041677 | 0.653832 | 0.530249 | -0.266656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 2.076630 | 1.422118 | 1.410255 | 2.076630 | 1.540990 | 1.953112 | 1.595838 | -0.455378 | -0.669009 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.259090 | 1.178618 | 1.259090 | 1.222455 | 1.158802 | 0.254742 | 0.211871 | 0.724569 | 0.577135 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 1.460208 | 0.711569 | 0.814434 | 1.407317 | 1.250169 | -0.719531 | 1.460208 | 0.676585 | -0.005199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 50.413354 | 23.193246 | 23.587037 | 25.623916 | 26.568397 | 50.413354 | 33.576141 | 21.585086 | 24.475121 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | Not Found | ee Shape | 43.489070 | 43.073992 | 43.489070 | 39.562626 | 37.049773 | 20.467790 | 32.919443 | 7.670940 | 7.852256 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 1.267306 | 1.092483 | 1.267306 | 1.004724 | 1.082185 | 0.001556 | 1.164832 | 0.109820 | 0.681275 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Discontinuties | 35.118966 | 25.002373 | 26.176726 | 26.186508 | 27.013183 | 14.623472 | 7.971717 | 35.118966 | 28.223244 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 2.884484 | 0.894178 | 1.041270 | 2.884484 | 2.646841 | 1.858559 | 0.801088 | 0.121046 | 0.041448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 48.001979 | 26.958931 | 27.480515 | 35.982787 | 37.587087 | 48.001979 | 36.319154 | 5.983541 | 6.209131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 97.043167 | 52.180172 | 52.342524 | 48.955201 | 46.837988 | 74.904004 | 97.043167 | 17.871775 | 18.400954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 55.104482 | 29.984582 | 31.129020 | 49.146870 | 50.386806 | 55.104482 | 42.415091 | 14.529561 | 16.687884 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 2.839467 | 0.985164 | 0.824697 | 2.839467 | 2.721814 | 0.198563 | -0.935397 | 0.437894 | 0.340318 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.018469 | 1.018469 | 0.448684 | 0.908234 | 0.603045 | 0.780872 | 0.557372 | 0.048128 | 0.181987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 53.360275 | 25.681189 | 24.721954 | 26.155848 | 25.331584 | 53.360275 | 53.138818 | 7.311395 | 7.028450 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 26.833608 | 22.928277 | 22.193662 | 26.833608 | 25.693465 | 17.048667 | 20.523267 | 2.895467 | 4.634199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 33.545972 | 29.774360 | 28.495127 | 28.753975 | 27.836527 | 27.868662 | 33.545972 | 7.846496 | 8.589104 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 2.354424 | 1.463835 | 1.151403 | 2.199007 | 2.354424 | -0.740412 | 0.008703 | 0.364728 | 0.592692 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 31.488275 | 22.359715 | 23.172305 | 25.672069 | 26.782160 | 31.488275 | 27.636816 | 20.348940 | 17.947755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 56.427860 | 21.261471 | 20.520294 | 27.445832 | 26.319527 | 55.060463 | 56.427860 | 7.173382 | 8.258824 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 63.247011 | 15.700824 | 15.251019 | 20.461400 | 19.582406 | 61.479292 | 63.247011 | 7.822465 | 9.634986 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 58.192326 | 22.665446 | 22.313730 | 25.714163 | 25.082214 | 47.069998 | 58.192326 | 9.197751 | 7.888724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 89.731187 | 17.743542 | 17.623197 | 24.673657 | 24.353256 | 80.369142 | 89.731187 | 5.163406 | 5.347634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 2.967747 | 1.966301 | 2.171879 | 2.967747 | 2.312697 | 1.985010 | 1.462726 | 1.326326 | 0.561884 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 120.124054 | 15.709502 | 16.286681 | 22.979325 | 23.925864 | 113.284147 | 120.124054 | 10.478795 | 12.781635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 123.755953 | 18.344772 | 17.556774 | 20.427410 | 19.805691 | 123.755953 | 121.813774 | 11.388457 | 9.360833 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 59.768345 | 20.108831 | 20.996961 | 25.690894 | 26.270392 | 57.849136 | 59.768345 | 15.315953 | 20.942658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 54.502584 | 19.486124 | 20.387246 | 20.092647 | 20.658785 | 50.022966 | 54.502584 | 14.450202 | 17.011702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 81.015061 | 17.561434 | 18.177978 | 19.744791 | 20.349468 | 76.680078 | 81.015061 | 21.766162 | 21.857725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 2.027447 | 1.090977 | 1.436683 | 1.974168 | 2.027447 | 1.356306 | 1.874192 | 0.653103 | 0.273131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 51.901371 | 23.974453 | 22.808003 | 24.033759 | 23.309992 | 51.901371 | 46.859599 | 18.329150 | 18.736695 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 1.992583 | 0.674078 | 0.786800 | 1.912737 | 1.992583 | 1.079840 | 0.754383 | 0.702570 | 0.670156 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 12.236022 | 5.847823 | 5.839592 | 12.236022 | 11.755955 | 5.872369 | 3.522592 | 6.493440 | 5.571446 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 45.840713 | 5.946063 | 5.810638 | 15.552795 | 14.813677 | 45.840713 | 39.603584 | 15.979594 | 13.966055 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 2.509698 | 0.988832 | 1.215872 | 2.048883 | 2.509698 | 1.343013 | 2.160102 | 1.128266 | 1.058796 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 1.280683 | 1.189121 | 1.280683 | -0.917307 | -0.645339 | -0.594237 | -1.758519 | -2.060243 | -2.954431 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 40.982319 | 20.262047 | 19.390057 | 30.952207 | 30.058505 | 39.401601 | 27.972443 | 40.982319 | 33.905307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 424.425553 | 18.516323 | 16.872977 | 38.692197 | 37.773065 | 424.425553 | 268.076567 | 119.117978 | 94.458879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.634454 | 0.601728 | 0.477076 | 1.052125 | 1.634454 | -0.389855 | -0.388049 | 0.143911 | 0.028998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.110999 | 0.746776 | 0.663423 | 1.110999 | 0.893998 | -0.517694 | 0.001576 | 0.132792 | 0.217685 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Discontinuties | 2972.183882 | 1467.018739 | 1467.018739 | 1329.045695 | 1329.045695 | 1092.960111 | 1092.960111 | 2972.183882 | 2972.183882 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 1912.186793 | 518.551145 | 518.551145 | 474.882139 | 474.882139 | 478.580992 | 478.580992 | 1912.186793 | 1912.186793 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Discontinuties | 1405.547760 | 419.194720 | 419.194720 | 418.382878 | 418.382878 | 429.344881 | 429.344881 | 1405.547760 | 1405.547760 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 1.526182 | 1.526182 | 1.205495 | 1.002271 | 0.894535 | 0.917409 | 0.523344 | -0.183805 | -0.439051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Temporal Discontinuties | 3.378640 | 0.027495 | 0.458711 | 1.634615 | 2.130351 | 0.702703 | 1.104470 | 2.385984 | 3.378640 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Temporal Discontinuties | 1.265162 | 0.496520 | 1.117712 | 0.676281 | 1.189234 | -0.527010 | 0.023637 | 0.332918 | 1.265162 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 1.956068 | 0.326823 | 0.597614 | 0.329079 | 1.956068 | 0.751850 | -0.020038 | -0.059170 | 0.585363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 2.100453 | 0.165241 | 0.430785 | 0.659823 | 2.100453 | 1.632114 | 0.469246 | -0.302358 | 0.413216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Shape | 2.026676 | 1.295541 | 2.026676 | -0.212188 | -0.286207 | nan | nan | -10.619603 | -10.340121 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | ee Temporal Variability | 11725.671450 | 0.062759 | 0.256813 | 2.192018 | 2.328163 | 10952.750393 | 11725.671450 | 71.722782 | 75.419788 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 1.078032 | 0.384468 | 0.107842 | 1.078032 | 0.726029 | -0.640181 | 0.538920 | -0.606882 | -0.867331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | ee Temporal Variability | 2.254986 | 0.832756 | 0.577794 | 0.879415 | 0.935930 | 0.424331 | 2.254986 | -0.667447 | -0.786994 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | ee Temporal Variability | 1.700838 | 0.341586 | 0.590124 | 0.879517 | 1.425956 | 1.700838 | -0.551562 | -1.145573 | -0.606053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 69.868393 | 23.751402 | 19.734158 | 69.868393 | 67.267330 | 18.584131 | 17.033765 | 3.552469 | 2.366777 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 58.181425 | 18.247962 | 21.729370 | 56.134123 | 58.181425 | 23.607492 | 22.310883 | 2.178248 | 3.136374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 60.398594 | 23.908922 | 19.670801 | 60.398594 | 58.122883 | 15.106950 | 15.576382 | 2.645437 | 1.847444 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 81.448809 | 23.054464 | 27.053488 | 78.991970 | 81.448809 | 30.254302 | 30.687606 | 3.515349 | 4.431174 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 60.356156 | 20.203012 | 17.084817 | 60.356156 | 57.949007 | 9.827791 | 10.591652 | 0.662496 | 0.375051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 61.385984 | 27.676577 | 24.261619 | 61.385984 | 59.440161 | 37.082603 | 33.608802 | 8.950654 | 9.128608 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 52.672924 | 23.737015 | 22.479095 | 52.672924 | 52.192330 | 28.505347 | 36.249192 | 46.025084 | 41.776789 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Temporal Variability | 2.383346 | 0.508491 | 0.549376 | 0.560239 | 1.605212 | 0.271593 | 2.383346 | -0.707991 | 0.782675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 1.480252 | 0.780729 | 1.011001 | 0.635591 | 1.480252 | 0.757648 | 0.811800 | 0.107806 | 0.334516 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 2.995066 | 0.017704 | 0.621597 | 1.865593 | 2.995066 | 0.625937 | 0.275271 | -1.045247 | -0.649860 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | ee Temporal Variability | 120.741713 | 24.029084 | 25.032060 | 44.146236 | 44.814589 | 120.741713 | 99.781424 | 55.865491 | 60.000721 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Power | 1.959144 | 1.002923 | 1.338050 | 1.959144 | 0.666619 | 1.590425 | 0.345249 | -0.135393 | -1.177794 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 4 | digital_ok | nn Temporal Variability | 1.869713 | 0.676436 | 0.661972 | -0.348175 | 1.858545 | -0.972563 | 1.869713 | -0.884458 | -0.135726 |